Lightweight Domestic Garbage Detection Method Based on Improved FPN

• Published in: 2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA) pp. 370 - 374
• Main Authors: Huang, Yanting, Wen, Qi, Li, Yueqiao
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.05.2021
• Subjects: Automation; Costs; Domestic garbage detection; Feature extraction; GarFPN; Mobile handsets; MobilenetV1; Object detection; Production; RetinaNet; Robustness

In order to better apply the target detection technology to the actual production environment of domestic garbage detection, this paper proposes a lightweight domestic garbage detection method based on improved FPN. This method takes the one-stage target detection method RetinaNet as the baseline, f...